{"id":"W2335787046","doi":"10.1594/pangaea.818596","title":"In situ experiment on Calanus finmarchicus egg production and grazing rates using fecal pellet production as proxy. North Atlantic spring 2013","year":2013,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seventh Framework Programme","keywords":"Calanus finmarchicus; Spring (device); Grazing; Environmental science; Proxy (statistics); Pellet; Calanus; Fishery; Biology; Oceanography; Animal science; Ecology; Crustacean; Engineering; Copepod; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001688377,0.0003560455,0.0003543217,0.0001284492,0.001313702,0.001101487,0.0005002776,0.0002214604,0.00002565589],"category_scores_gemma":[0.000446201,0.0002070449,0.00005355804,0.0003102278,0.0004613525,0.001936602,0.001155827,0.0004895944,0.000006873772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185068,"about_ca_system_score_gemma":0.00003916843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6234667,"about_ca_topic_score_gemma":0.5655689,"domain_scores_codex":[0.9967636,0.0001656941,0.000439392,0.001332868,0.0005396588,0.0007587219],"domain_scores_gemma":[0.9989894,0.0001717229,0.0001912992,0.0003737432,0.00004224271,0.0002315795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001164761,0.0001627655,0.009463293,0.0001606849,0.00003690856,0.000003082722,0.00004095906,0.00007081687,0.002117057,0.00002842935,0.981298,0.00650153],"study_design_scores_gemma":[0.0002931832,0.0002748996,0.01892752,0.0001923257,0.00006527507,0.00002836428,0.0001801137,0.002244536,0.0001905691,0.0002462034,0.9769093,0.0004476481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4587217,0.0003800935,0.00000763946,0.0009567709,0.0006094849,0.001303458,0.5380063,0.00001070533,0.000003859741],"genre_scores_gemma":[0.04335187,0.00177856,0.000367292,0.00007482964,0.001374837,0.0001699647,0.9524746,0.000008376217,0.0003996865],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4153698,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07995776171748965,"score_gpt":0.2841703559548875,"score_spread":0.2042125942373978,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}